metasyn.distribution.faker.UniqueFakerDistribution

class metasyn.distribution.faker.UniqueFakerDistribution(faker_type, locale='en_US')

Faker distribution that returns unique values.

See FakerDistribution for examples and explanation.

name

core.faker

unique

True

version

1.0

var_type

string

__init__(faker_type, locale='en_US')
Parameters:
  • faker_type (str)

  • locale (str)

Methods

__init__(faker_type[, locale])

default_distribution([var_type])

Get a distribution with default parameters.

draw()

Draw a random element from the fitted distribution.

draw_list(n)

Draw a list of values from the distribution.

draw_reset()

Reset the drawing of elements to start again.

from_dict(dist_dict)

Create a distribution from a dictionary.

information_criterion(values)

Get the BIC value for a particular set of values.

matches_name(name)

Check whether the name matches the distribution.

provides_var_type(var_type)

schema()

Create sub-schema to validate GMF file.

to_dict()

Convert the distribution to a dictionary.

Attributes

name

The identifier for the implemented distribution

unique

Whether the distribution creates only unique values

var_type

The variable type of the distribution

version

Version of the implemented distribution